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Phase retrieval using random cubatures and fusion frames of positive semidefinite matrices

Ehler, M; Graef, M; Kiraly, FJ; (2015) Phase retrieval using random cubatures and fusion frames of positive semidefinite matrices. Waves, Wavelets and Fractals , 1 (1) pp. 32-50. 10.1515/wwfaa-2015-0005. Green open access

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Abstract

As a generalization of the standard phase retrieval problem,we seek to reconstruct symmetric rank- 1 matrices from inner products with subclasses of positive semidefinite matrices. For such subclasses, we introduce random cubatures for spaces of multivariate polynomials based on moment conditions. The inner products with samples from sufficiently strong random cubatures allow the reconstruction of symmetric rank- 1 matrices with a decent probability by solving the feasibility problem of a semidefinite program.

Type: Article
Title: Phase retrieval using random cubatures and fusion frames of positive semidefinite matrices
Open access status: An open access version is available from UCL Discovery
DOI: 10.1515/wwfaa-2015-0005
Publisher version: https://doi.org/10.1515/wwfaa-2015-0005
Language: English
Additional information: © 2015 Martin Ehler et al.. This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License. (CC BY-NC-ND 3.0)
UCL classification: UCL
UCL > Provost and Vice Provost Offices
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Maths and Physical Sciences
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Maths and Physical Sciences > Dept of Statistical Science
URI: https://discovery-pp.ucl.ac.uk/id/eprint/1517419
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